---

name: bookend-scan-readiness description: Fast filesystem readiness scan — counts docs, source files, manifests, platform signals. Produces initial ReadinessReport for agent spawning decisions.

bookend-scan-readiness - Documentation Readiness Scan

Fast pre-filter that evaluates project documentation readiness via filesystem analysis. Its output determines which bookend agents to spawn.

Input Schema

{
  "project_dir": "/path/to/project",
  "platform": "web|go|flutter|ios|python|rust",
  "bookends_dir": "/path/to/go-autonom8"
}

Instructions

1. Load Configuration

Read sprint_bookends.yaml from bookends_dir. If missing, use defaults:

• documentation.threshold: 60
• complexity.medium_at: 30
• complexity.complex_at: 55
• complexity.very_complex_at: 80
• complexity.max_agents: 5

2. Scan Project

Walk the project directory and count:

• Source files (by extension)
• Documentation files (.md, .rst, .adoc)
• Manifest files (package.json, go.mod, pubspec.yaml, etc.)
• Config files (project.yaml, autonom8.yaml)
• docs/ directory presence

Check for required artifacts from sprint_bookends.yaml:

• README.md
• CATALOG.md
• ARCHITECTURE.md

3. Score Readiness

Apply weights from sprint_bookends.yaml (or defaults):

• README: 20
• CATALOG: 20
• ARCHITECTURE: 15
• docs/ directory: 15
• Project config: 10
• Platform manifest: 10
• Doc file count bonus: 10

4. Classify Project Type

• Greenfield: no source files, no manifests
• Existing: source files > 0 or manifests > 0
• Unknown: non-source files only (e.g., .env.example)

Output Format

{
  "skill": "bookend-scan-readiness",
  "status": "success",
  "project_type": "existing",
  "readiness_score": 85,
  "documentation_ok": true,
  "missing_artifacts": ["ARCHITECTURE"],
  "source_file_count": 148,
  "doc_file_count": 44,
  "recommended_action": "continue_to_complexity_scoring",
  "agents_to_spawn": ["dependency-graph-agent", "contract-scanner-agent"]
}

Agent Spawning Logic

Based on readiness score and source file count, recommend which bookend agents to spawn:

| Condition | Agents | |-----------|--------| | readiness < threshold | cartography-agent (always) | | source_files > 20 | dependency-graph-agent | | source_files > 30 | contract-scanner-agent | | source_files > 0 | quality-audit-agent (if complexity >= medium) | | source_files > 50 AND .git exists | risk-assessment-agent |

Token Efficiency

• Pure filesystem scan, no LLM calls
• 1-3 second execution
• Returns structured JSON for orchestrator consumption